PR Pilot Demo: LLM-Based Technical Refinement for JIRA Tickets

Demo Video

Use Case

This project demonstrates how PR Pilot can be used to easily automate some of your workflows in JIRA.

The demo uses FastAPI to create a web server that listens for incoming webhook requests. The webhook handler reacts if a new label needs-refinement is added to a JIRA issue. It then instructs PR Pilot to act as a technical lead for the issue.

PR Pilot will autonomously:

1. Read the JIRA ticket and find code references
2. Find the relevant code and understand it in the context of the ticket
3. Add a comment to the ticket with a technical refinement

Environment Variables

• JIRA_API_TOKEN: The API token used to authenticate requests to the JIRA API. This is necessary for the application to interact with JIRA.
• JIRA_API_USER: The email address associated with the JIRA account. This is used to authenticate requests to the JIRA API.
• JIRA_API_ENDPOINT: The base URL of the JIRA instance. This is used to construct the URLs for the JIRA API requests.
• PR_PILOT_API_TOKEN: The API token used to authenticate requests to the PR Pilot API. This is necessary for the application to interact with PR Pilot.
• GITHUB_REPO: The name of the GitHub repository.

Setup

1. Clone the repository.
2. Install the required dependencies using pip install -r requirements.txt.
3. Set the necessary environment variables.
4. Run the application using fastapi dev main.py to start the FastAPI server.

Usage

The application is set up to receive webhook events at the root URL (/). To trigger the webhook handler, add the label needs-refinement to a JIRA issue.